{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "                                               \r"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "             日期   人民币汇率\n",
      "536  2025-05-14  722.46\n",
      "537  2025-05-15  722.76\n",
      "538  2025-05-16  722.86\n",
      "539  2025-05-17  723.36\n",
      "540  2025-05-19  723.26\n",
      "541  2025-05-20  723.46\n",
      "542  2025-05-21  721.96\n",
      "543  2025-05-22  722.36\n",
      "544  2025-05-23  720.05\n",
      "545  2025-05-24  720.05\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "                                              \r"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1000x600 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "import akshare as ak\n",
    "import pandas as pd\n",
    "import matplotlib.pyplot as plt\n",
    "import datetime\n",
    "\n",
    "# 获取当前日期\n",
    "end_date = datetime.datetime.now()\n",
    "end_date_str = end_date.strftime('%Y%m%d')\n",
    "# 计算6个月前的日期（可按需调整时间范围，这里以6个月为例）\n",
    "start_date = end_date - datetime.timedelta(days=30 * 12 * 2)\n",
    "start_date_str = start_date.strftime('%Y%m%d')\n",
    "\n",
    "# 获取沪深A股历史数据（包含一些汇率相关信息，这里提取人民币兑港币汇率数据示例）\n",
    "currency_boc_sina_df = ak.currency_boc_sina(symbol=\"美元\", start_date=start_date_str, end_date=end_date_str)\n",
    "\n",
    "# 假设数据中 'close' 列是汇率相关数据，根据实际情况调整列名\n",
    "exchange_rate_df = currency_boc_sina_df[['日期', '中行钞卖价/汇卖价']].rename(columns={'中行钞卖价/汇卖价': '人民币汇率'})\n",
    "print(exchange_rate_df.tail(10))\n",
    "\n",
    "# 获取中国十年国债收益率数据\n",
    "bond_zh_rate_df = ak.bond_zh_us_rate(start_date=start_date_str)\n",
    "bond_zh_rate_df = bond_zh_rate_df[['日期', '中国国债收益率10年']].dropna()\n",
    "\n",
    "# 基于日期列合并两个数据集，确保数据按日期对齐\n",
    "merged_df = exchange_rate_df.merge(bond_zh_rate_df, on='日期', how='inner')\n",
    "\n",
    "# 将日期列设置为索引\n",
    "merged_df.set_index('日期', inplace=True)\n",
    "\n",
    "# 创建图形对象，设置图形大小（可按需调整宽高数值）\n",
    "fig, ax1 = plt.subplots(figsize=(10, 6))\n",
    "\n",
    "# 绘制中国十年国债收益率曲线（对应左边y轴）\n",
    "ax1.plot(merged_df.index, merged_df['中国国债收益率10年'], label='中国十年国债收益率', color='blue')\n",
    "ax1.set_ylabel('中国十年国债收益率', fontsize=10)\n",
    "ax1.set_xlabel('日期')\n",
    "ax1.tick_params(axis='x', rotation=45)\n",
    "\n",
    "# 创建与ax1共享x轴的右边y轴对象\n",
    "ax2 = ax1.twinx()\n",
    "# 绘制人民币汇率曲线（对应右边y轴）\n",
    "ax2.plot(merged_df.index, merged_df['人民币汇率'], label='人民币汇率', color='orange')\n",
    "ax2.set_ylabel('人民币汇率', fontsize=10)\n",
    "\n",
    "# 添加标题\n",
    "ax1.set_title('中国十年国债收益率与人民币汇率对比曲线')\n",
    "\n",
    "# 添加图例，设置图例位置\n",
    "lines, labels = ax1.get_legend_handles_labels()\n",
    "lines2, labels2 = ax2.get_legend_handles_labels()\n",
    "ax2.legend(lines + lines2, labels + labels2, loc='center left', bbox_to_anchor=(1, 1.1), fontsize=10)\n",
    "\n",
    "# 调整布局，确保所有元素完整显示且布局合理\n",
    "plt.tight_layout()\n",
    "\n",
    "# 显示图形\n",
    "plt.show()"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.11.0"
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 },
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